qure.ai

Interview Assignment

Objective - A simple Progressive Web App that takes and image and returns the probabilities of the top 5 predictions.

The application is built on

Frontend

• React
  • Ant Design (React UI Library)

Backend

• Django
  • using a pretrained resnet18 model for image prediction

User.Journey.mp4.mp4

Setup

React

make sure you're in the folder containing pacakge.json run the following:

  npm install
  npm start

Django

make sure you're in the backend folder

First Create a virtual env

virtualenv env
..path_to_env\Scripts\activate

Install tha packages

pip install -r requirements.txt

navigate to the folder containing manage.py

python manage.py runserver